{"id":"W6958993524","doi":"10.6084/m9.figshare.c.6645455","title":"Designing accountability measures for health professionals: results from a community-based micro-credential: case study on Indigenous cultural safety","year":2023,"lang":"en","type":"other","venue":"Figshare","topic":"Botanical Research and Chemistry","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Accountability; Indigenous; Checklist; General partnership; Cultural safety; Public health; Unit (ring theory); Cultural diversity","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09280718,0.0004876532,0.000540148,0.002052796,0.009073398,0.00333384,0.002527995,0.00181717,0.003679946],"category_scores_gemma":[0.1535369,0.0005940837,0.0006849562,0.001663435,0.004046528,0.002940537,0.00787519,0.002533011,0.0005055218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01272071,"about_ca_system_score_gemma":0.0352556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05012546,"about_ca_topic_score_gemma":0.09363239,"domain_scores_codex":[0.9277453,0.05718078,0.002297153,0.001562308,0.006308428,0.004906042],"domain_scores_gemma":[0.7593787,0.1525526,0.01256801,0.01189164,0.04727737,0.01633155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004532016,0.01603823,0.1752615,0.001194328,0.00006320978,0.001644202,0.646387,0.000683597,0.0009381633,0.001166072,0.004040627,0.1521298],"study_design_scores_gemma":[0.0003299024,0.004867812,0.1687025,0.001007763,0.00007869936,0.0004947875,0.8042128,0.002270254,0.002033486,0.001234334,0.01460641,0.000161271],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990828,0.00009174887,0.001962599,0.001265104,0.00003554768,0.001865213,0.0000505895,0.00003020843,0.00387084],"genre_scores_gemma":[0.9921251,0.000129396,0.004570175,0.0005006538,0.00001642201,0.001251753,0.00005021174,0.00002015724,0.001336165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09280718,"threshold_uncertainty_score":0.4908171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2037778286524711,"score_gpt":0.3987193675800479,"score_spread":0.1949415389275768,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}